Data Science Grand Challenges

Data Science Grand Challenges

Carl Boettiger

Data Science Grand Challenges

Data Science Grand Challenges

  • Inference vs prediction
  • Dealing with assumptions
  • Quantifying uncertainty
  • Reproducibility
  • Keeping the Science in Data Science
  • Keeping the Scientists in data science: Career questions

Inference vs prediction

Prediction:

Inference vs Prediction

Inference vs Prediction

Dealing with assumptions

Quantifying uncertainty

Reproducibility

Keeping the Science in Data Science

Keeping the Scientist in Data Science

Academic career paths for data scientists?